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Application of machine learning for signal recognition in distributed fibre optic acoustic sensing technology 在分布式光纤声学传感技术中应用机器学习进行信号识别
IF 1.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-21 DOI: 10.1049/ote2.12120
Yage Zhan, Lirui Liu, Kehan Li

Coherent Rayleigh scattering-based distributed fibre optic sensing technology enables real-time acquisition of vibration and acoustic information along the optical fibres. However, the complexity of monitoring environments often leads to false alarms and missed detections during the process of information source identification with distributed acoustic sensing (DAS). Therefore, it becomes crucial to effectively extract meaningful signal features and perform accurate pattern recognition in the presence of external noise disturbance. The authors provide a comprehensive review of signal feature extraction and pattern recognition techniques applied in DAS technology. After introducing the fundamentals of DAS, specific applications are considered, and the following techniques have been analysed and compared: feature extraction algorithms based on wavelet decomposition, feature extraction schemes utilising other decomposition models, traditional recognition classifiers, and neural network-based recognition classifiers using deep learning. The advantages and limitations of each scheme are discussed, along with their potential applications in various scenarios. The aim is to provide insights into the latest technologies in signal processing and pattern recognition for DAS, fostering further advancements in this field.

基于相干瑞利散射的分布式光纤传感技术能够沿光纤实时采集振动和声学信息。然而,由于监测环境的复杂性,在分布式声学传感(DAS)的信息源识别过程中,经常会出现误报和漏检。因此,在存在外部噪声干扰的情况下,有效提取有意义的信号特征并进行准确的模式识别变得至关重要。作者全面回顾了应用于 DAS 技术的信号特征提取和模式识别技术。在介绍了 DAS 的基本原理之后,考虑了具体的应用,并对以下技术进行了分析和比较:基于小波分解的特征提取算法、利用其他分解模型的特征提取方案、传统的识别分类器和基于神经网络的深度学习识别分类器。讨论了每种方案的优势和局限性,以及它们在各种场景中的潜在应用。其目的是让人们深入了解用于 DAS 的信号处理和模式识别的最新技术,促进该领域的进一步发展。
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引用次数: 0
How can we consider multi-core fibre standard? 如何考虑多芯光纤标准?
IF 1.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-09 DOI: 10.1049/ote2.12119
Kazuhide Nakajima, Takashi Matsui

The authors provide an example roadmap for realising the space division multiplexing (SDM)-based ecosystem. The authors investigate whether the new standard for multi-core fibre can be specified by considering a 125 μm standard cladding diameter and backward compatibility with the existing single-core single-mode fibre. The authors propose that well-planned standardisation activities need to be initiated considering mandatory technologies for realising the terrestrial SDM ecosystem in the near future.

作者提供了实现基于空分复用(SDM)生态系统的路线图示例。作者研究了是否可以通过考虑 125 μm 的标准包层直径和与现有单芯单模光纤的向后兼容性来指定多芯光纤的新标准。作者建议,考虑到在不久的将来实现地面 SDM 生态系统的强制性技术,需要启动计划周密的标准化活动。
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引用次数: 0
Numerical simulation of a novel high performance solid-state dye-sensitised solar cell based on N719 dye 基于 N719 染料的新型高性能固态染料敏化太阳能电池的数值模拟
IF 1.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-06 DOI: 10.1049/ote2.12118
George G. Njema, Joshua K. Kibet, Nicholas Rono, Chinedu C. Ahia

Among the emerging photovoltaic technologies, solid-state dye-sensitised solar cells (ssDSSCs) have attracted considerable interest due to their cost-effective production, adjustable characteristics, and potential for lightweight and flexible applications. Nevertheless, achieving efficiencies comparable to established technologies, such as perovskite and silicon-based solar devices, have proven challenging. Herein, the device structure, Pt/PEDOT: PSS/N719 dye/PC61BM/ITO is investigated theoretically using the solar cell capacitance simulator (SCAPS-1D). Groundbreaking advancement is introduced in ssDSSC design, achieving remarkable theoretical power conversion efficiency of 20.73%, surpassing the performance reported in traditional dye-based solar cell technologies. The model ssDSSC demonstrates an exceptional Fill factor of 86.64%, indicating efficient current collection; along with a modest short-circuit current density (Jsc) of 22.38 mA/cm2 and an impressive open-circuit voltage (Voc) of 1.0691 V, highlighting efficient light absorption and charge separation. Mott–Schottky capacitance analysis and parasitic resistances (series and shunt) have been thoroughly discussed. Despite the fact that only numerical simulation is involved, the proposed ssDSSCs structure gives insights into the fabrication of a highly efficient solar cell that can be injected into the production workflow in order to advance the photovoltaic technology of the solid-state DSSC.

在新兴光伏技术中,固态染料敏化太阳能电池(ssDSSC)因其生产成本低廉、特性可调、具有轻便灵活的应用潜力而备受关注。然而,要实现与现有技术(如过氧化物和硅基太阳能装置)相当的效率,已被证明具有挑战性。在此,我们提出了一种器件结构--Pt/PEDOT:PSS/N719 染料/PC61BM/ITO)进行了理论研究。在 ssDSSC 设计方面取得了突破性进展,实现了 20.73% 的显著理论功率转换效率,超越了传统染料太阳能电池技术的性能。模型 ssDSSC 的填充因子高达 86.64%,显示出高效的电流收集能力;同时,其短路电流密度 (Jsc) 为 22.38 mA/cm2,开路电压 (Voc) 为 1.0691 V,表现出高效的光吸收和电荷分离能力。对莫特-肖特基电容分析和寄生电阻(串联和并联)进行了深入讨论。尽管只涉及数值模拟,但所提出的 ssDSSCs 结构为高效太阳能电池的制造提供了启示,可将其纳入生产工作流程,从而推动固态 DSSC 光电技术的发展。
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引用次数: 0
In pursuit of high-fidelity waveguide imaging restoration using deep learning algorithms: A review 利用深度学习算法追求高保真波导成像复原:综述
IF 1.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-05-22 DOI: 10.1049/ote2.12113
Ruiqi Zhou, Yang Yang, Jiong Xiao, Zihang Liu, Feifei Hao, Jinwei Zeng, Jian Wang

Waveguide imaging is considered as one of the most important and widely used techniques in biomedical endoscopic applications. Recently, many attempts have been made to develop ever miniaturised in vivo imaging devices for minimally invasive clinical inspections. However, miniaturisation implies using a smaller optical aperture waveguide, which may introduce pixilation artefacts and pixel-to-pixel distortion to deteriorate overall imaging quality. To overcome the constraints imposed by miniaturised waveguides, the deep learning algorithms can be an effective tool to cure the imaging distortion via post-processing, which already had encouraging results in many scenes of automatic machine-learnt imaging restoration. The authors introduce the waveguide imaging transmission and the restoration algorithms, and then discuss their possible combinations. The results show that the integration of advanced waveguides and optimised algorithms can achieve unprecedented imaging restoration than before. In the future, in order to fill the need for high-quality reconstructed images, we should not only improve ability of software to optimise restoration algorithms but also correspondingly concern hardware progress in waveguides. The practical sense of it is to help researchers better master and take advantage of these combinations to make next generation high-fidelity endoscopes.

波导成像被认为是生物医学内窥镜应用中最重要、最广泛的技术之一。最近,许多人都在尝试开发用于微创临床检查的微型活体成像设备。然而,微型化意味着使用更小的光学孔径波导,这可能会带来像素伪影和像素间失真,从而降低整体成像质量。为了克服波导小型化带来的限制,深度学习算法可以成为通过后处理消除成像失真的有效工具,这在许多自动机器学习成像修复场景中已经取得了令人鼓舞的成果。作者介绍了波导成像传输和修复算法,然后讨论了它们可能的组合。结果表明,先进的波导和优化的算法相结合,可以实现前所未有的成像修复效果。未来,为了满足对高质量重建图像的需求,我们不仅要提高软件优化修复算法的能力,还要相应关注波导的硬件进步。其实际意义在于帮助研究人员更好地掌握和利用这些组合,制造出下一代高保真内窥镜。
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引用次数: 0
Investigating changes in the electric field profiles of transverse modes in fibres due to bending 研究纤维中横向模式的电场分布因弯曲而发生的变化
IF 1.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-05-15 DOI: 10.1049/ote2.12117
Sajjad Vazeerpour, Mahdi Shayganmanesh, Davoud Dorranian

A model is presented for calculating the electric field profiles of transverse modes in fibres. Using this model, the electric field propagation of transverse modes was calculated and compared in both bent and straight Yb and Ho fibres. Our simulations revealed that the field intensities of the modes did not consistently increase or decrease by bending as expected, but rather fluctuated as the bending radii of the fibres changed from 1 to 100 cm. Additionally, it was observed that at certain bending radii, the modes of the fibres became deformed and transitioned into higher modes. Furthermore, the extent to which the modes stretched towards cladding due to bending was calculated. To provide a more comprehensive analysis of the results and investigate the effects of the physical parameters of the fibres on the bent fibre modes, simulation results were presented for two different V numbers and core radii.

本文提出了一个用于计算纤维中横向模式电场剖面的模型。利用该模型,我们计算了横向模式的电场传播,并对弯曲和笔直的掺镱光纤和掺氦光纤进行了比较。我们的模拟结果表明,模式的电场强度并没有像预期的那样因弯曲而持续增大或减小,而是随着光纤弯曲半径从 1 厘米到 100 厘米的变化而波动。此外,我们还观察到,在某些弯曲半径下,纤维的模式会发生变形,并过渡到更高的模式。此外,还计算了由于弯曲而向包层拉伸的模式程度。为了对结果进行更全面的分析,并研究纤维的物理参数对弯曲纤维模式的影响,我们提供了两种不同 V 数和纤芯半径的模拟结果。
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引用次数: 0
Research on vibration pattern recognition based on phase-sensitive optical time domain reflectometry and voting fully convolution neural networks 基于相敏光学时域反射测量和投票全卷积神经网络的振动模式识别研究
IF 1.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-05-09 DOI: 10.1049/ote2.12116
Yunhong Liao, Ke Li, Yandong Gong

A method that combines phase-sensitive optical time domain reflectometry with deep learning to construct new voting fully convolution neural networks (VoteFCNs) is proposed. Compared to the traditional convolutional network, the VoteFCN can be input with data of random size and requires less parameters so that the training speed can be improved greatly. The recognition results can be more accurate and more reliable if we use classification voting count and average recognition rate as the criteria to judge network training quality. At last, the training and identification were conducted by simulating such several disturbance events: walking, raining, climbing fence, hammering the ground optical fibre and normal outdoor environments. The results show that the average test accuracy of this method is about 93.4%.

本文提出了一种将相位敏感光学时域反射测量法与深度学习相结合,构建新型投票全卷积神经网络(VoteFCN)的方法。与传统的卷积网络相比,投票全卷积神经网络可以输入随机大小的数据,所需的参数更少,因此可以大大提高训练速度。如果以分类投票数和平均识别率作为判断网络训练质量的标准,识别结果会更准确、更可靠。最后,通过模拟行走、下雨、攀爬栅栏、敲击地面光纤和正常室外环境等几种干扰事件进行了训练和识别。结果表明,该方法的平均测试准确率约为 93.4%。
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引用次数: 0
Point-to-point intensity modulation and direct detection flexible transceivers incorporating cascaded inverse fast fourier transform/fast fourier transform-based multi-channel aggregation/de-aggregation techniques 采用级联反快速傅里叶变换/基于快速傅里叶变换的多通道聚合/去聚合技术的点对点强度调制和直接检测柔性收发器
IF 1.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-02-27 DOI: 10.1049/ote2.12115
Lin Chen, Xinyu Wang, Wei Jin, Xiaoyu Huang, Gang Yang, Mingyang Jiang, Jianming Tang

Point-to-point (P2P) flexible transceivers are the key technical enabler to cost-effectively offer fast, dynamic, and ‘just-the-right-size’ ultra-dense P2P connectivity for various applications including remote equipment control and distributed fibre networks. However, existing flexible transceivers originally designed for hub-and-spoke traffic patterns are sub-optimal. To effectively address such technical issue, a P2P flexible transceiver incorporating a cascaded inverse fast fourier transform/fast fourier transform-based multi-channel aggregation/de-aggregation technique and analogue in-phase and quadrature (IQ) mixers is proposed and numerically evaluated in a 56Gbps@20 km intensity modulation and direct detection transmission system. The proposed P2P flexible transceivers not only support adaptive and flexible variations in both channel count and channel line rate but also offer additional physical layer network security.

点对点(P2P)灵活收发器是为远程设备控制和分布式光纤网络等各种应用提供快速、动态和 "恰到好处 "的超密集 P2P 连接的关键技术。然而,现有的灵活收发器最初是为集线器和辐条流量模式设计的,并不理想。为有效解决这一技术问题,我们提出了一种 P2P 柔性收发器,它采用了基于级联快速傅立叶变换/快速傅立叶变换的多通道聚合/去聚合技术和模拟同相正交(IQ)混频器,并在 56Gbps@20 千米强度调制和直接检测传输系统中进行了数值评估。所提出的 P2P 灵活收发器不仅支持信道数和信道线速的自适应灵活变化,还提供了额外的物理层网络安全性。
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引用次数: 0
Formation of optical planar waveguides on fused quartz by MeV ion implantation 通过 MeV 离子注入在熔融石英上形成光学平面波导
IF 1.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-02-13 DOI: 10.1049/ote2.12114
José-Miguel Zarate-Reyes, Erick Flores-Romero, Luis Rodríguez-Fernández, Yuriy Kudriavtsev, Juan-Carlos Cheang-Wong

The optical losses and the refractive index change of optical planar waveguides formed by MeV ion implantation were correlated with the experimental ion implantation parameters. Direct ion implantation was performed by means of carbon, silicon and copper ion beams impinging on the substrate surface at normal incidence. The ions were accelerated at energies ranging from 3 to 12 MeV with fluences varying from 1 × 1012 to 2 × 1016 ion/cm2, according to the type of implanted ion. The modification of the substrate refractive index due to the ion irradiation-induced damage was evaluated using the prism coupler method, and the refractive index profiles were determined by means of a reconstruction method using a multilayer structure approximation. The guiding properties of the waveguides were analysed using the fibre-coupling technique to determine both the optical transmission and transversal modes at 635 nm. The main practical relevance of our research is the obtention of high-quality waveguides at low current density MeV ion implantation (≤80 nA/cm2) without post-implantation annealing.

通过 MeV 离子注入法形成的光学平面波导的光学损耗和折射率变化与离子注入实验参数相关。直接离子注入是通过碳、硅和铜离子束以法线入射的方式撞击基底表面进行的。根据植入离子的类型,离子在 3 到 12 MeV 的能量范围内加速,离子流从 1 × 1012 到 2 × 1016 离子/平方厘米不等。利用棱镜耦合器方法评估了离子辐照引起的基片折射率变化,并通过多层结构近似的重构方法确定了折射率曲线。利用光纤耦合技术分析了波导的导向特性,以确定 635 纳米波长的光传输和横向模式。我们研究的主要实际意义在于在低电流密度 MeV 离子注入(≤80 nA/cm2)条件下获得高质量的波导,而无需进行植入后退火。
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引用次数: 0
Coding techniques for diversity enhancement of dense wavelength division multiplexing MIMO-FSO fault protection protocols systems over atmospheric turbulence channels 用于增强大气湍流信道上密集波分复用 MIMO-FSO 故障保护协议系统分集的编码技术
IF 1.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-02-06 DOI: 10.1049/ote2.12111
Ebrahim E. Elsayed, Mohammed R. Hayal, Irfan Nurhidayat, Mohd Asif Shah, Abdelrahman Elfikky, Ayman I. Boghdady, Davron Aslonqulovich Juraev, M. A. Morsy

An enhanced transmission is presented in a multiple-input-multiple-output (MIMO) dense-wavelength division multiplexed (DWDM) free-space-optical (FSO) communication link using diversity coding techniques under the effect of turbulent weather phenomenon. The findings show good performance with an (8 channels × 2.5 Gbps data rate/channel) 20 Gbps 1500 m transmission distance. The bit-error-rate (BER), outage probability (OP), and signal-to-noise ratio (SNR) of the diversity combining techniques using maximum-ratio combining (MRC), selection combining (SC), and equal-gain combining (EGC) technique are evaluated in this work. The obtained results illustrate that Alamouti, space-time coding (STC), space-time block coding (STBC), space-time trellis code (STTC), orthogonal STBC (O-STBC), and quasi-orthogonal STBC (QO-STBC) on the minimum mean-square-error, and MRC are worth implementing on the DWDM-FSO wireless communication systems. The mitigation of atmospheric turbulence is achieved using MIMO diversity combining techniques coding. The simulation results for diversity coding techniques using QO-STBC/STTC and SC/MRC in the MIMO-DWDM FSO communication system can improve BER performance, OP, and SNR. The MRC exhibits the lowest OP and BER when compared with the SC and EGC. The numerical results demonstrate that the FSO communication link using DWDM QO-STBC/STTC improves the power penalty at both BER values under varying atmospheric turbulence conditions for ST, MT, and WT, in comparison to FSO systems without DWDM QO-STBC/STTC diversity coding techniques.

在湍流天气现象的影响下,利用分集编码技术在多输入多输出(MIMO)密集波分复用(DWDM)自由空间光(FSO)通信链路中实现了增强传输。研究结果表明,在(8 个信道 × 2.5 Gbps 数据传输速率/信道)20 Gbps 1500 米传输距离下性能良好。本研究评估了使用最大比率组合(MRC)、选择组合(SC)和等增益组合(EGC)技术的分集组合技术的误码率(BER)、中断概率(OP)和信噪比(SNR)。结果表明,阿拉穆提、时空编码(STC)、时空块编码(STBC)、时空梯形编码(STTC)、正交 STBC(O-STBC)和准正交 STBC(QO-STBC)对最小均方误差和 MRC 的影响都值得在 DWDM-FSO 无线通信系统中实施。利用 MIMO 分集组合编码技术实现了对大气湍流的缓解。在 MIMO-DWDM FSO 通信系统中使用 QO-STBC/STTC 和 SC/MRC 的分集编码技术的仿真结果可以改善误码率性能、OP 和信噪比。与 SC 和 EGC 相比,MRC 的 OP 和误码率最低。数值结果表明,与不使用 DWDM QO-STBC/STTC 分集编码技术的 FSO 系统相比,使用 DWDM QO-STBC/STTC 的 FSO 通信链路在 ST、MT 和 WT 的不同大气湍流条件下改善了两个误码率值的功率惩罚。
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引用次数: 0
Influence of reference sphere on test accuracy of Ritchey–Common method 参考球对里奇-康普法测试精度的影响
IF 1.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-01-16 DOI: 10.1049/ote2.12110
Shuo Zhu, Xiaohui Zhang

The authors analyse the influence of reference sphere on the test accuracy of Ritchey–Common method during testing of flat mirror surface. A simulation model is established to simulate the influence of different radii of curvature of reference sphere on system wavefront. Then, the difference between the flat mirror surface result with reference sphere surface error to the actual flat mirror surface is examined by this model. The test accuracy of flat mirror result can be effectively improved by eliminating the influence of the surface error of reference sphere. When the surface accuracy of the reference sphere is better than 0.01 λ, the influence on RMS test accuracy is within 0.01 λ. R–C test path is built to test a 100 mm-diameter flat mirror surface, and its results are compared with those of the flat mirror surface without surface error of reference sphere and with the test result of the interferometer. When the surface accuracy of the actual used area of reference sphere is better than 0.01 λ, the effect on flat mirror RMS accuracy is within 0.01 λ. The RMS test accuracy can reach 0.01 λ, when the surface error of reference sphere is retained. The experiment verifies the correctness of the simulation results and guarantees the improvement in the test accuracy of R–C method.

作者分析了在测试平面镜面时参考球对 Ritchey-Common 方法测试精度的影响。建立了一个仿真模型来模拟参考球不同曲率半径对系统波面的影响。然后,利用该模型检验参考球面误差的平面镜面结果与实际平面镜面之间的差异。通过消除参考球表面误差的影响,可以有效提高平面镜结果的测试精度。当参考球表面精度优于 0.01 λ 时,对有效值测试精度的影响在 0.01 λ 以内。建立 R-C 测试路径来测试直径为 100 mm 的平面镜面,并将其结果与无参考球表面误差的平面镜面以及干涉仪的测试结果进行比较。当参考球实际使用面积的表面精度优于 0.01 λ 时,对平面镜有效值精度的影响在 0.01 λ 以内。实验验证了仿真结果的正确性,保证了 R-C 方法测试精度的提高。
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引用次数: 0
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Iet Optoelectronics
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